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- 📢 Results You Can Preview, Content You Can Trust, Support That Talks Back
📢 Results You Can Preview, Content You Can Trust, Support That Talks Back
Smarter Workflows. Sharper Timing. Less Guesswork.

🌟 Editor's Note
Your GTM just leveled up. From AI-driven previews to persona-perfect content and guidance inside your product, these features are built to save time, stay personal, and let you move with confidence. All the clarity, none of the busywork.
🚀 Top 3 Features You Shouldn’t Miss 🚀
1. AI Content Generation Agent: Never Start from Scratch Again
Creating great outreach isn't tough nowadays, yet getting the right context is still a challenge. That’s why we built the AI Content Generation Agent, to help your team generate high-quality, on-brand messaging in seconds. This agent combines your account-level insights and persona-specific data to create compelling content that’s ready to go.
From cold outreach to follow-ups, it crafts tailored emails, messages, and sequences that actually resonate, because they’re born from your data- ready to plug into your campaigns.
Personalized Messages Instantly: Get content crafted based on your audience without starting from scratch in an intuitive prompt style AI agent,.
Save Hours of Work: Eliminate the back-and-forth of drafting and editing.
Stay On-Brand: Consistent tone and messaging across all communications.
More Effective Outreach: Messages land better because they’re informed by real account and person insights.
🦄 Spotlight: How a SaaS company used Tapistro agent to personalize outreach
A SaaS sales team wanted to make their nurture campaigns smarter and more personal and eliminate the manual work. Using Tapistro’s unified profile orchestration and AI agents, they gathered rich insights on accounts and personas: industry news, company updates, CRM data, and profile information.
With these insights, Tapistro’s Content Generation AI Agent created hyper-personalized email copies for dozens of contacts across multiple industries and personas - all through a single Journey canvas.
They were able to:
Cut hours of manual research and copywriting.
Maintained consistent, on-brand messaging across all emails with clear CTA’s.
Stored insights in Tapistro, so the team could always access context.
Easily tweaked messages in minutes, generating new, personalized copies instantly.
2. Context-Aware AI Support: Ask Once, Get Help Instantly
Support should never be a blocker. Our AI smart messenger now lives right inside Tapistro, offering real-time, contextual assistance as you work. Whether you're building a new Journey or exploring persona filters, this support agent pulls directly from our knowledge base and product logic, so you're never stuck waiting for a ticket reply.
You’ll get 24/7, step-aware help exactly when you need it. Especially useful when onboarding new team members or trying something ambitious.

3. AI Agent Previews – See your AI agent results before you run them
Previews let you see the results of your workflows in real-time, before you commit any automation. You can test and tweak your AI agents without the fear of wasted effort.
Define your agent, select the Account or Person it should be tested on, and you can instantly preview the results. Iterate and tweak as needed. You can catch errors early, tighten prompts, and move with far more confidence.
Validate your AI agents before execution.
Save credits and avoid wasted steps.
Build tightly optimized GTM campaigns with confidence.

🦄 Spotlight: See how a SaaS company growth team launched a campaign faster, cleaner and more value driven
Our customer looking for precise Account industry identification wanted to make sure the AI Agent was working correctly. With AI Agent previews, they could verify the quality of the output by running it against multiple target accounts, and tweak the agents as needed. They were able to launch faster with fewer iterations.
The result? A precise, confident GTM workflow built faster, with fewer errors, and complete control over every action.
TL;DR

Have you used these Tapistro capabilities yet?
AI Content Generation Agent: Craft personalized outreach content instantly for your accounts and personas.
In Built Support Messenger: Get context-aware help inside the product, anytime, 24/7.
Previews: See results in a preview for all the AI Agents before committing, so every action counts.